Table 2 Coherent Clusters for the LGBTQ Movement in High-activity Level. To protect privacy, we change all user handles for political elites to “@politician”, individuals to “@username”, NGOs to “@NGO”, and news organizations to “@newsmedia”
From: Keyword expansion techniques for mining social movement data on social media
Cluster description | Tweets frac | Preci-sion | Sample tweet |
|---|---|---|---|
arts and entertainment | 0.099 | 0.7 | running a 20% off sale till the end of this month in honor of pride! all our rainbow themed items are dis |
specific location prides | 0.081 | 0.8 | columbus will greet pence with a big lgbtq dance party when he arrives during pride via /r/atheism https://t.co/xm64ndvse0 |
anti-lgbtq related | 0.074 | 0.8 | @username i can attest to this assertion–coming from a hometown that had an anti-lgbtq movement in which bigots |
political action | 0.066 | 0.9 | retweeted @newsmedia (@newsmedia): the world health organization announces it will stop classifying transgender people as menta |
genderqueeredness | 0.055 | 1.0 | @username yeah i feel like, theres a whole dichotomy in how my queerness presents to white/cishets, vs native/lgbt folk |
@notable politician | 0.050 | 1.0 | @politician what are you gonna tell the truth and tell the lgbt community u lied to them in order to get their votes??? |
pride parade | 0.036 | 0.9 | happy #pride! leo luckett rides a rainbow-colored dildo in honor of #gaypridemonth! |
specific celebrities | 0.024 | 0.8 | @username i love you so much. thank you for being so open and honest and creating a safe space. happy #pride angel. |
business and sports | 0.010 | 0.7 | the fa is supporting lgbt+ pride football flags at russia world cup – https://t.co/zm95begmhw |
twibbon campaigns | 0.008 | 1.0 | please help support support nb nonbinary pride, add a #twibbon now! https://t.co/z5ymrjbqmy |
lgbtq canada | 0.007 | 1.0 | we support and appreciate the lgbtq+ community and are choosing to donate to @NGO and @NGO #happypridemonth |
positive initiatives | 0.006 | 0.8 | #whydontyou hat’s off to the bold transgender modeling organisation for this brilliant initiative. it just made me |
lgbtq books | 0.005 | 0.9 | 28 fabulous works of queer historical fiction for pride month https://t.co/tpxtamem6b |
transgender | 0.004 | 0.9 | @username please help me spread the word about my #lgbtq+ #horror short #conversiontherapist starring transactr |
tv shows | 0.004 | 1.0 | #saveshadowhunters because it is a show with positive lgbtq relationships and has one of the most diverse casts on tv @username |
ask for follow | 0.002 | 1.0 | if you love this pic follow me i upload daily. #crossdresser #transvestite #sissy #transgender #cd #sissycaptions |